Introduction
Summary of administrative data for clients between 2018 and 2020.
Analysis includes loan amounts, assets, and surplus.
For each country-year, outliers have been removed:
- We define an outlier as the top 1% in terms of amount.
Scatter plots correspond to bin scatter plots with 500 bins each.
Changes over time
Changes between 1st and 2nd loan
Colombia
Panama
Peru
Dominican Republic
Changes in assets between 1st and 2nd loan
Colombia
Panama
Peru
Dominican Republic
Changes in surplus between 1st and 2nd loan
Colombia
Panama
Peru
Dominican Republic
Average loan amount
Average loan amount by month - Colombia
Average loan amount by month - Panama
Average loan amount by month - Peru
Average loan amount by month - Republica
Dominicana
Loan amounts vs frequency
Colombia
Cummulative frequency vs loan amount - Colombia
2018
Cummulative frequency vs loan amount - Colombia
2019
Cummulative frequency vs loan amount - Colombia
2020
Panama
Cummulative frequency vs loan amount - Panama
2018
Cummulative frequency vs loan amount - Panama
2019
Cummulative frequency vs loan amount - Panama
2020
Peru
Cummulative frequency vs loan amount - Peru
2018
Cummulative frequency vs loan amount - Peru
2019
Cummulative frequency vs loan amount - Peru
2020
Dominican Republic
Cummulative frequency vs loan amount - Dominican
Republic 2018
Cummulative frequency vs loan amount - Dominican
Republic 2019
Cummulative frequency vs loan amount - Dominican
Republic 2020
Self-reported measure of success vs admin data
Colombia
| Measure | Correlation |
|---|---|
| Loan 0 | 0.116 |
| Assets 0 | -0.001 |
| Surplus 0 | 0.127 |
Loan 0 amount vs self-reported sales growth -
Colombia
Assets 0 amount vs self-reported sales growth -
Colombia
Surplus 0 amount vs self-reported sales growth -
Colombia
Panama
| Measure | Correlation |
|---|---|
| Loan 0 | 0.223 |
| Assets 0 | 0.053 |
| Surplus 0 | 0.282 |
Loan 0 amount vs self-reported sales growth -
Panama
Assets 0 amount vs self-reported sales growth -
Panama
Surplus 0 amount vs self-reported sales growth -
Panama
Peru
| Measure | Correlation |
|---|---|
| Loan 0 | 0.065 |
| Assets 0 | 0.030 |
| Surplus 0 | 0.056 |
Loan 0 amount vs self-reported sales growth -
Peru
Assets 0 amount vs self-reported sales growth -
Peru
Surplus 0 amount vs self-reported sales growth -
Peru
Dominican Republic
| Measure | Correlation |
|---|---|
| Loan 0 | 0.079 |
| Assets 0 | 0.080 |
| Surplus 0 | 0.069 |
Loan 0 amount vs self-reported sales growth -
Dominican Republic
Assets 0 amount vs self-reported sales growth -
Dominican Republic
Surplus 0 amount vs self-reported sales growth -
Dominican Republic
University of Texas at Austin, m.bennett@austin.utexas.edu↩︎
University of Texas at Austin, william.fuchs@mccombs.utexas.edu↩︎
Universidad de Navarra, jmillan@…↩︎